IoT in a nutshell
1
Dr. Jose María Alvarez Rodríguez
Business Applications of Big data Analytics
MASTER IN BIG DATA ANALYTICS
Universidad Carlos III de Madrid
1st of March, 2018
2
https://www.recode.net/2015/1/15/11557782/a-beginners-
guide-to-understanding-the-internet-of-things
https://www.pinterest.es/pingidentity/paul-madsen-iot-
cartoons/
3
4
https://www.amazon.com/Quirky-Minder-Enabled-Smart-PEGGM-WH01/dp/B00GN92KQ4
5
https://www.amazon.com/K-9245-CP-Showerhead-Wireless-Speaker-Polished/dp/B00A46X48A
6
https://www.hapi.com/product/hapifork
7
https://www.amazon.com/Brita-Medium-Infinity-Pitcher-Filter/dp/B018GGK38S
8
https://www.getprophix.com/
Real IoT use case
9http://reports.weforum.org/digital-transformation/michelin-solutions/
10
Waste management
11https://arxiv.org/pdf/1307.8198.pdf
Alexa ordering thousands of doll houses!
12
13
14
What is IoT (Internet of Things?
15
Embedded Systems
Ubiquitous computing
M2M
16
What IoT is about?
17
People & Added-value
Connectivity
Hardware Software &
Data
Sensing computing
18
4th Industrial Revolution & CPS
19
https://www.youtube.com/watch?v=kpW9JcWxKq0
The concept
Definition
“IoT is a dynamic global network infrastructure
with self-configuring capabilities based on standard
and interoperable communication protocols where
physical and virtual ‘Things’ have identities, physical
attributes, and virtual personalities and use intelligent
interfaces, and are seamlessly integrated into the
information network.”
https://www.pinterest.es/pin/36028865748192829/
23
Foundations
Characteristics
https://iot.ieee.org/newsletter/may-2017/key-elements-and-enablers-for-developing-an-iot-ecosystem.html
How It Works: Internet of Things
https://www.youtube.com/watch?v=QSIPNhOiMoE
IoT Reference Architecture (Intel)
https://www.intel.es/content/www/es/es/internet-of-things/white-papers/iot-platform-reference-architecture-
paper.html
IoT Reference Model
5G for Europe Action Plan
https://ec.europa.eu/digital-single-market/en/5g-europe-action-plan
Smart Cities EC initiative
https://smartcities-infosystem.eu/
IoT & Big Data
https://www.sas.com/en_hk/insights/articles/big-data/big-data-and-iot-two-sides-of-the-same-coin.html
https://www.sciencedirect.com/science/article/pii/S1389128617302591
Big data and the Internet of Things:
Two sides of the same coin?
Big Data or IoT process
Acquisition
• Cleansing
Integration Analysis Reporting
Exploitation
• Visualization
• API Feedback
Open challenges
Reference architecture
& Infrastructure
• Use cases, vocabulary, etc.
Data management
plan
• Provenance, management,
etc.
Big data approach
• Storage
• Processing
• Analysis
• Visualization
Data sources
• Provenance
• Sensors
• Etc.
Integration & APIs
• Formats and
communication protocols
• Mobility
Security & Privacy
Financing & Legal
framework
Any*
• Anytime, Anything, Any
Device, Any Context, Any
Place, Anywhere, Any one
33
34
Applications
35http://www.libelium.com/resources/top_50_iot_sensor_applications_ranking (see description in the following slides)
36
Smart City
Smart City: Applications
Smart Parking
•Monitoring of parking spaces
availability in the city.
Structural health
•Monitoring of vibrations and
material conditions in buildings,
bridges and historical monuments.
Noise Urban Maps
•Sound monitoring in bar areas and
centric zones in real time.
Smartphone Detection
•Detect iPhone and Android devices
and in general any device which
works with WiFi or Bluetooth
interfaces.
Eletromagnetic Field Levels
•Measurement of the energy
radiated by cell stations and and
WiFi routers.
Traffic Congestion
•Monitoring of vehicles and
pedestrian levels to optimize
driving and walking routes.
Smart Lighting
•Intelligent and weather adaptive
lighting in street lights.
Waste Management
•Detection of rubbish levels in
containers to optimize the trash
collection routes.
Smart Roads
•Intelligent Highways with warning
messages and diversions according
to climate conditions and
unexpected events like accidents
or traffic jams.
37
38
Smart Environment
Smart Environment: Applications
Forest Fire Detection
• Monitoring of combustion
gases and preemptive fire
conditions to define alert
zones.
Air Pollution
• Control of CO2 emissions of
factories, pollution emitted by
cars and toxic gases generated
in farms.
Snow Level Monitoring
• Snow level measurement to
know in real time the quality of
ski tracks and allow security
corps avalanche prevention.
Landslide and Avalanche
Prevention
• Monitoring of soil moisture,
vibrations and earth density to
detect dangerous patterns in
land conditions.
Earthquake Early
Detection
• Distributed control in specific
places of tremors.
39
40
Smart Water
Smart Water: Applications
Potable water
monitoring
• Monitor the quality of tap
water in cities.
Chemical leakage
detection in rivers
• Detect leakages and wastes
of factories in rivers.
Swimming pool
remote measurement
• Control remotely the
swimming pool conditions.
Pollution levels in the
sea
• Control realtime leakages
and wastes in the sea.
Water Leakages
• Detection of liquid
presence outside tanks and
pressure variations along
pipes.
River Floods
• Monitoring of water level
variations in rivers, dams
and reservoirs.
41
42
Smart Metering
Smart Metering: Applications
Smart Grid
• Energy consumption
monitoring and management.
Tank level
• Monitoring of water, oil and
gas levels in storage tanks
and cisterns.
Photovoltaic
Installations
• Monitoring and optimization
of performance in solar
energy plants.
Water Flow
• Measurement of water
pressure in water
transportation systems.
Silos Stock Calculation
• Measurement of emptiness
level and weight of the
goods.
43
44
Security
&
Emergency
Security & Emergency: Applications
Perimeter Access Control
• Access control to restricted areas
and detection of people in non-
authorized areas.
Liquid Presence
• Liquid detection in data centers,
warehouses and sensitive building
grounds to prevent break downs
and corrosion.
Radiation Levels
• Distributed measurement of
radiation levels in nuclear power
stations surroundings to generate
leakage alerts.
Explosive and Hazardous
Gases
• Detection of gas levels and leakages
in industrial environments,
surroundings of chemical factories
and inside mines.
45
46
Retail
Retail: Applications
Supply Chain Control
• Monitoring of storage conditions
along the supply chain and product
tracking for traceability purposes.
NFC Payment
• Payment processing based in
location or activity duration for
public transport, gyms, theme
parks, etc.
Intelligent Shopping
Applications
• Getting advices in the point of sale
according to customer habits,
preferences, presence of allergic
components for them or expiring
dates.
Smart Product Management
• Control of rotation of products in
shelves and warehouses to
automate restocking processes.
47
48
Logistics
Logistics: Applications
Quality of Shipment
Conditions
• Monitoring of vibrations,
strokes, container openings or
cold chain maintenance for
insurance purposes.
Item Location
• Search of individual items in big
surfaces like warehouses or
harbours.
Storage Incompatibility
Detection
• Warning emission on containers
storing inflammable goods
closed to others containing
explosive material.
Fleet Tracking
• Control of routes followed for
delicate goods like medical
drugs, jewels or dangerous
merchandises.
49
50
Industrial Control
Industrial Control: Applications
M2M Applications
• Machine auto-diagnosis and
assets control.
Indoor Air Quality
• Monitoring of toxic gas and
oxygen levels inside chemical
plants to ensure workers and
goods safety.
Temperature
Monitoring
• Control of temperature inside
industrial and medical fridges
with sensitive merchandise.
Ozone Presence
• Monitoring of ozone levels
during the drying meat
process in food factories.
Indoor Location
• Asset indoor location by using
active (ZigBee) and passive
tags (RFID/NFC).
Vehicle Auto-diagnosis
• Information collection from
CanBus to send real time
alarms to emergencies or
provide advice to drivers.
51
52
Smart Agriculture
Smart Agriculture: Applications
Wine Quality Enhancing
• Monitoring soil moisture and
trunk diameter in vineyards to
control the amount of sugar in
grapes and grapevine health.
Green Houses
• Control micro-climate
conditions to maximize the
production of fruits and
vegetables and its quality.
Golf Courses
• Selective irrigation in dry zones
to reduce the water resources
required in the green.
Meteorological Station
Network
• Study of weather conditions in
fields to forecast ice formation,
rain, drought, snow or wind
changes.
Compost
• Control of humidity and
temperature levels in alfalfa,
hay, straw, etc. to prevent
fungus and other microbial
contaminants.
53
54
Smart Farming
https://www.nesta.org.uk/blog/precision-agriculture-almost-20-increase-income-possible-smart-farming
Smart Farming: Applications
Hydroponics
• Control the exact
conditions of plants grown
in water to get the highest
efficiency crops.
Offspring Care
• Control of growing
conditions of the offspring
in animal farms to ensure
its survival and health.
Animal Tracking
• Location and identification
of animals grazing in open
pastures or location in big
stables.
Toxic Gas Levels
• Study of ventilation and
air quality in farms and
detection of harmful gases
from excrements.
55
56
Smart Building/Home
Smart Building/Home: Applications
Energy and Water Use
• Energy and water supply
consumption monitoring to
obtain advice on how to save
cost and resources.
Remote Control
Appliances
• Switching on and off remotely
appliances to avoid accidents
and save energy.
Intrusion Detection
Systems
• Detection of windows and
doors openings and violations
to prevent intruders.
Art and Goods
Preservation
• Monitoring of conditions
inside museums and art
warehouses.
57
58
Smart Health/Living
Smart Health: Applications
Fall Detection
• Assistance for elderly or
disabled people living
independent.
Medical Fridges
• Control of conditions
inside freezers storing
vaccines, medicines and
organic elements.
Sportsmen Care
• Vital signs monitoring in
high performance centers
and fields.
Patients Surveillance
• Monitoring of conditions
of patients inside
hospitals and in old
people's home.
Ultraviolet Radiation
• Measurement of UV sun
rays to warn people not
to be exposed in certain
hours.
59
60
Technology
61
Platforms and ecosystems
IBM IoT
Watson
PTC
ThingWorx
Siemens
T-Systems …
62
63
Evaluation
Some “no” advantages…
Interoperability Complexity
Privacy &
Security
Safety
Reference
architecture
Data lifecycle
management
…
64
65
IoT
is about
People & added-value services
Technology, again, as a mean not an end
66
Task: Design your
“smart” service
Rules
Create
groups
•4-5 people
Define a
business
objective
Stakeholders
& Value
Draw the
environment
Outline a
data
management
plan
Evaluate
your
proposal
67
http://reports.weforum.org/digital-transformation/go-to-the-case-studies/
http://iotservicekit.com/

Internet of Things (IoT) in a nutshell

  • 1.
    IoT in anutshell 1 Dr. Jose María Alvarez Rodríguez Business Applications of Big data Analytics MASTER IN BIG DATA ANALYTICS Universidad Carlos III de Madrid 1st of March, 2018
  • 2.
  • 3.
  • 4.
  • 5.
  • 6.
  • 7.
  • 8.
  • 9.
    Real IoT usecase 9http://reports.weforum.org/digital-transformation/michelin-solutions/
  • 10.
  • 11.
  • 12.
    Alexa ordering thousandsof doll houses! 12
  • 13.
  • 14.
    14 What is IoT(Internet of Things?
  • 15.
  • 16.
  • 17.
    What IoT isabout? 17 People & Added-value Connectivity Hardware Software & Data Sensing computing
  • 18.
  • 19.
    4th Industrial Revolution& CPS 19 https://www.youtube.com/watch?v=kpW9JcWxKq0
  • 20.
  • 21.
    Definition “IoT is adynamic global network infrastructure with self-configuring capabilities based on standard and interoperable communication protocols where physical and virtual ‘Things’ have identities, physical attributes, and virtual personalities and use intelligent interfaces, and are seamlessly integrated into the information network.”
  • 22.
  • 23.
  • 24.
  • 25.
    How It Works:Internet of Things https://www.youtube.com/watch?v=QSIPNhOiMoE
  • 26.
    IoT Reference Architecture(Intel) https://www.intel.es/content/www/es/es/internet-of-things/white-papers/iot-platform-reference-architecture- paper.html
  • 28.
  • 29.
    5G for EuropeAction Plan https://ec.europa.eu/digital-single-market/en/5g-europe-action-plan
  • 30.
    Smart Cities ECinitiative https://smartcities-infosystem.eu/
  • 31.
    IoT & BigData https://www.sas.com/en_hk/insights/articles/big-data/big-data-and-iot-two-sides-of-the-same-coin.html https://www.sciencedirect.com/science/article/pii/S1389128617302591 Big data and the Internet of Things: Two sides of the same coin?
  • 32.
    Big Data orIoT process Acquisition • Cleansing Integration Analysis Reporting Exploitation • Visualization • API Feedback
  • 33.
    Open challenges Reference architecture &Infrastructure • Use cases, vocabulary, etc. Data management plan • Provenance, management, etc. Big data approach • Storage • Processing • Analysis • Visualization Data sources • Provenance • Sensors • Etc. Integration & APIs • Formats and communication protocols • Mobility Security & Privacy Financing & Legal framework Any* • Anytime, Anything, Any Device, Any Context, Any Place, Anywhere, Any one 33
  • 34.
  • 35.
  • 36.
  • 37.
    Smart City: Applications SmartParking •Monitoring of parking spaces availability in the city. Structural health •Monitoring of vibrations and material conditions in buildings, bridges and historical monuments. Noise Urban Maps •Sound monitoring in bar areas and centric zones in real time. Smartphone Detection •Detect iPhone and Android devices and in general any device which works with WiFi or Bluetooth interfaces. Eletromagnetic Field Levels •Measurement of the energy radiated by cell stations and and WiFi routers. Traffic Congestion •Monitoring of vehicles and pedestrian levels to optimize driving and walking routes. Smart Lighting •Intelligent and weather adaptive lighting in street lights. Waste Management •Detection of rubbish levels in containers to optimize the trash collection routes. Smart Roads •Intelligent Highways with warning messages and diversions according to climate conditions and unexpected events like accidents or traffic jams. 37
  • 38.
  • 39.
    Smart Environment: Applications ForestFire Detection • Monitoring of combustion gases and preemptive fire conditions to define alert zones. Air Pollution • Control of CO2 emissions of factories, pollution emitted by cars and toxic gases generated in farms. Snow Level Monitoring • Snow level measurement to know in real time the quality of ski tracks and allow security corps avalanche prevention. Landslide and Avalanche Prevention • Monitoring of soil moisture, vibrations and earth density to detect dangerous patterns in land conditions. Earthquake Early Detection • Distributed control in specific places of tremors. 39
  • 40.
  • 41.
    Smart Water: Applications Potablewater monitoring • Monitor the quality of tap water in cities. Chemical leakage detection in rivers • Detect leakages and wastes of factories in rivers. Swimming pool remote measurement • Control remotely the swimming pool conditions. Pollution levels in the sea • Control realtime leakages and wastes in the sea. Water Leakages • Detection of liquid presence outside tanks and pressure variations along pipes. River Floods • Monitoring of water level variations in rivers, dams and reservoirs. 41
  • 42.
  • 43.
    Smart Metering: Applications SmartGrid • Energy consumption monitoring and management. Tank level • Monitoring of water, oil and gas levels in storage tanks and cisterns. Photovoltaic Installations • Monitoring and optimization of performance in solar energy plants. Water Flow • Measurement of water pressure in water transportation systems. Silos Stock Calculation • Measurement of emptiness level and weight of the goods. 43
  • 44.
  • 45.
    Security & Emergency:Applications Perimeter Access Control • Access control to restricted areas and detection of people in non- authorized areas. Liquid Presence • Liquid detection in data centers, warehouses and sensitive building grounds to prevent break downs and corrosion. Radiation Levels • Distributed measurement of radiation levels in nuclear power stations surroundings to generate leakage alerts. Explosive and Hazardous Gases • Detection of gas levels and leakages in industrial environments, surroundings of chemical factories and inside mines. 45
  • 46.
  • 47.
    Retail: Applications Supply ChainControl • Monitoring of storage conditions along the supply chain and product tracking for traceability purposes. NFC Payment • Payment processing based in location or activity duration for public transport, gyms, theme parks, etc. Intelligent Shopping Applications • Getting advices in the point of sale according to customer habits, preferences, presence of allergic components for them or expiring dates. Smart Product Management • Control of rotation of products in shelves and warehouses to automate restocking processes. 47
  • 48.
  • 49.
    Logistics: Applications Quality ofShipment Conditions • Monitoring of vibrations, strokes, container openings or cold chain maintenance for insurance purposes. Item Location • Search of individual items in big surfaces like warehouses or harbours. Storage Incompatibility Detection • Warning emission on containers storing inflammable goods closed to others containing explosive material. Fleet Tracking • Control of routes followed for delicate goods like medical drugs, jewels or dangerous merchandises. 49
  • 50.
  • 51.
    Industrial Control: Applications M2MApplications • Machine auto-diagnosis and assets control. Indoor Air Quality • Monitoring of toxic gas and oxygen levels inside chemical plants to ensure workers and goods safety. Temperature Monitoring • Control of temperature inside industrial and medical fridges with sensitive merchandise. Ozone Presence • Monitoring of ozone levels during the drying meat process in food factories. Indoor Location • Asset indoor location by using active (ZigBee) and passive tags (RFID/NFC). Vehicle Auto-diagnosis • Information collection from CanBus to send real time alarms to emergencies or provide advice to drivers. 51
  • 52.
  • 53.
    Smart Agriculture: Applications WineQuality Enhancing • Monitoring soil moisture and trunk diameter in vineyards to control the amount of sugar in grapes and grapevine health. Green Houses • Control micro-climate conditions to maximize the production of fruits and vegetables and its quality. Golf Courses • Selective irrigation in dry zones to reduce the water resources required in the green. Meteorological Station Network • Study of weather conditions in fields to forecast ice formation, rain, drought, snow or wind changes. Compost • Control of humidity and temperature levels in alfalfa, hay, straw, etc. to prevent fungus and other microbial contaminants. 53
  • 54.
  • 55.
    Smart Farming: Applications Hydroponics •Control the exact conditions of plants grown in water to get the highest efficiency crops. Offspring Care • Control of growing conditions of the offspring in animal farms to ensure its survival and health. Animal Tracking • Location and identification of animals grazing in open pastures or location in big stables. Toxic Gas Levels • Study of ventilation and air quality in farms and detection of harmful gases from excrements. 55
  • 56.
  • 57.
    Smart Building/Home: Applications Energyand Water Use • Energy and water supply consumption monitoring to obtain advice on how to save cost and resources. Remote Control Appliances • Switching on and off remotely appliances to avoid accidents and save energy. Intrusion Detection Systems • Detection of windows and doors openings and violations to prevent intruders. Art and Goods Preservation • Monitoring of conditions inside museums and art warehouses. 57
  • 58.
  • 59.
    Smart Health: Applications FallDetection • Assistance for elderly or disabled people living independent. Medical Fridges • Control of conditions inside freezers storing vaccines, medicines and organic elements. Sportsmen Care • Vital signs monitoring in high performance centers and fields. Patients Surveillance • Monitoring of conditions of patients inside hospitals and in old people's home. Ultraviolet Radiation • Measurement of UV sun rays to warn people not to be exposed in certain hours. 59
  • 60.
  • 61.
  • 62.
    Platforms and ecosystems IBMIoT Watson PTC ThingWorx Siemens T-Systems … 62
  • 63.
  • 64.
    Some “no” advantages… InteroperabilityComplexity Privacy & Security Safety Reference architecture Data lifecycle management … 64
  • 65.
    65 IoT is about People &added-value services Technology, again, as a mean not an end
  • 66.
  • 67.
    Rules Create groups •4-5 people Define a business objective Stakeholders &Value Draw the environment Outline a data management plan Evaluate your proposal 67 http://reports.weforum.org/digital-transformation/go-to-the-case-studies/ http://iotservicekit.com/